File:Overfitting svg.svg

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English: Overfitting (for example in neural networks training). The red curve is the error on the validation set over several epochs. The blue curve is the error of the training set. When the error for the validation set increases while the training error steadily decreases then a problem of overfitting may occur (the learning is too specialized and does not generalize enough)
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This file was derived from: Overfitting.png

SVG version of original by Dake~commonswiki. Created from scratch using Inkscape v0.45.
Author Gringer
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Date/TimeThumbnailDimensionsUserComment
current15:47, 25 June 2022Thumbnail for version as of 15:47, 25 June 20221,220 × 900 (8 KB)Jahobr (talk | contribs)The validation error does NOT start to fall again after long overfitting
03:52, 23 October 2007Thumbnail for version as of 03:52, 23 October 20071,220 × 900 (8 KB)Gringer (talk | contribs){{Information |Description=SVG version of Overfitting.png by Dake. Created from scratch using Inkscape v0.45. Updated to convert arrow heads to objects. |Source=self-made |Date=2007-10-23 |Author= Gringer }}
03:48, 23 October 2007Thumbnail for version as of 03:48, 23 October 20071,220 × 900 (6 KB)Gringer (talk | contribs){{Information |Description=SVG version of Image:Overfitting.png by Dake. Created from scratch using Inkscape v0.45. |Source=self-made |Date=2007-10-23 |Author= Gringer }}

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